# Codellama 70b Instruct vs Phi 3 Medium 4k Instruct

> Codellama 70b Instruct and Phi 3 Medium 4k Instruct score almost the same on the Noometry Index (33.7 vs 33.0), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/codellama-70b-instruct-vs-phi-3-medium-4k-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 4

## Summary

- They share 4 benchmarks with published results for both. Codellama 70b Instruct scores higher in 1 category and Phi 3 Medium 4k Instruct in 4 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where Phi 3 Medium 4k Instruct leads 30.6 to 24.8.

## Snapshot

| | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| Provider | Meta | Microsoft |
| Noometry Index | 33.7 | 33.0 |
| Rank | 237 | 250 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Open | Open |

## Coding

- Codellama 70b Instruct: 37.6 (#193)
- Phi 3 Medium 4k Instruct: 32.9 (#268)

| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| BigCodeBench Instruct | 40.7% | — |
| LMArena Coding | — | 1130 |
| BigCodeBench Complete | 49.6% | — |
| HumanEval+ | 65.9% | — |

## Reasoning

- Codellama 70b Instruct: 20.1 (#242)
- Phi 3 Medium 4k Instruct: 21.7 (#214)

| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Hard Prompts | 1052 | 1127 |

## Math

- Codellama 70b Instruct: —
- Phi 3 Medium 4k Instruct: 33.4 (#202)

| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Math | — | 1173 |

## Knowledge

- Codellama 70b Instruct: —
- Phi 3 Medium 4k Instruct: 30.2 (#229)

| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Expert | — | 1108 |

## Multilingual

- Codellama 70b Instruct: 24.8 (#288)
- Phi 3 Medium 4k Instruct: 30.6 (#263)

| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Non-English | 992 | 1094 |
| LMArena Chinese | — | 1108 |
| LMArena French | — | 1110 |
| LMArena German | — | 1101 |
| LMArena Japanese | — | 1042 |
| LMArena Korean | — | 954 |
| LMArena Russian | — | 1145 |
| LMArena Spanish | — | 1095 |

## Instruction Following

- Codellama 70b Instruct: 51.9 (#293)
- Phi 3 Medium 4k Instruct: 57.6 (#268)

| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Instruction Following | 1024 | 1113 |

## Long Context

- Codellama 70b Instruct: —
- Phi 3 Medium 4k Instruct: 34.0 (#255)

| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Longer Query | — | 1120 |

## Writing & Preference

- Codellama 70b Instruct: 33.4 (#277)
- Phi 3 Medium 4k Instruct: 34.1 (#272)

| Benchmark | Codellama 70b Instruct | Phi 3 Medium 4k Instruct |
|---|---|---|
| LMArena Text | 1057 | 1138 |
| LMArena Creative Writing | — | 1107 |
| LMArena Multi-Turn | — | 1088 |

## FAQ

### Is Codellama 70b Instruct better than Phi 3 Medium 4k Instruct?

Codellama 70b Instruct and Phi 3 Medium 4k Instruct score almost the same on the Noometry Index (33.7 vs 33.0), so choose on price, context window or the category you care about most.

### Is Codellama 70b Instruct or Phi 3 Medium 4k Instruct better for coding?

Codellama 70b Instruct scores higher on coding benchmarks: 37.6 versus 32.9 in the Noometry coding category.

### How many benchmarks do Codellama 70b Instruct and Phi 3 Medium 4k Instruct share?

4 benchmarks have published results for both models. Codellama 70b Instruct has 7 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.